Data

Tools

Indexes

Applications

Experiments

Open Source Science

https://github.com/carlosholivan/symbolic-music-structure-analysis

https://github.com/carlosholivan/symbolic-music-structure-analysis

Science Score: 10.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • ○
    CITATION.cff file
  • ○
    codemeta.json file
  • ○
    .zenodo.json file
  • ○
    DOI references
  • ✓
    Academic publication links
    Links to: arxiv.org
  • ○
    Academic email domains
  • ○
    Institutional organization owner
  • ○
    JOSS paper metadata
  • ○
    Scientific vocabulary similarity
    Low similarity (3.3%) to scientific vocabulary
Last synced: 9 months ago · JSON representation

Repository

Basic Info
  • Host: GitHub
  • Owner: carlosholivan
  • Language: Python
  • Default Branch: master
  • Size: 2.21 MB
Statistics
  • Stars: 10
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Created over 3 years ago · Last pushed about 3 years ago

https://github.com/carlosholivan/symbolic-music-structure-analysis/blob/master/ 

# SYMBOLIC MUSIC STRUCTURE ANALYSIS

This repository contains the code to replicate the results of the paper: [Symbolic Music Structure Analysis with Graph Representations and Changepoint Detection Methods](https://arxiv.org/abs/2303.13881).


## Requirements

```
musicaiz==0.1.0
```

## Files in this repository

`bps_midi.py`: converts the BPS notes.csv files in MIDI files.

`graph_figure1.py`: prepares a figure with a BPS file in which the novelty cursve of the graph adjajency matrix is shown with structure annotations and predictions per level.

`figure_ssm.py`: prepares a figure with a BPS file in which the boundary candidates and SSM with novelty curve are shown for Norm algorithm.

`dataset_analysis.py`: gets the analytics of the SWD and BPS datasets.

Code for reproducibility:
- `graph_bps.py`
- `norm_bps.py`
- `graph_swd.py`
- `norm_swd.py`

## Authors

- Carlos Hernandez-Olivan
- Sonia Rubio Llamas

Owner

  • Name: Carlos Hernández Oliván
  • Login: carlosholivan
  • Kind: user
  • Location: Zaragoza, Spain
  • Company: Universidad de Zaragoza

PhD student researching in Machine Learning and Music.

GitHub Events

Total
  • Watch event: 2
Last Year
  • Watch event: 2